Dynamic Modelling of N-of-1 Data: Powerful and Flexible Data Analytics

Authors: Vieira, R., McDonald, S., Araújo-Soares, V., Sniehotta, F. F., & Henderson, R. (2017).

This paper examines the statistical methods used in n-of-1 trial design.  This paper examines the statistical considerations for analysing n-of-1 studies and reviews some of the current methodologies. They describe the use of a dynamic regression model that is adaptable to measuring different types of outcomes that address the challenges of n-of-1 statistical modelling.

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Dynamic modelling of n-of-1 data: Powerful and flexible data analytics applied to individualised studies

Full Citation: Vieira, R., McDonald, S., Araújo-Soares, V., Sniehotta, F. F., & Henderson, R. (2017). Dynamic modelling of n-of-1 data: powerful and flexible data analytics applied to individualised studies. Health Psychology Review, 11(3), 222-234. https://doi.org/10.1080/17437199.2017.1343680